rag_evaluation Vikas9892 · PARTIAL
Production-grade RAG pipeline built from scratch (no LangChain) — hybrid FAISS + BM25 retrieval, cross-encoder reranking, evaluation harness, and AWS Lambda deployment.
github.com/Vikas9892/rag_evaluation · ★ 9 · Forks 0 · Size 1.8 MB
SUMMARY
Technologies 26
Scored 22
Observed 22
Practices 6
Evidence 28
Skips 4
COVERAGE
Analyzed 262 files · 100 commits · 0 API calls
TECHNOLOGIES & DEPTH
TypeScript LANGUAGE Depth 70
102 files · PRODUCTION
Dockerfile LANGUAGE Depth 70
1 files · PRODUCTION
JavaScript LANGUAGE Depth 70
2 files · PRODUCTION
JSON LANGUAGE Depth 70
7 files · PRODUCTION
TOML LANGUAGE Depth 70
1 files · PRODUCTION
Markdown LANGUAGE Depth 70
27 files · PRODUCTION
YAML LANGUAGE Depth 70
3 files · PRODUCTION
Python LANGUAGE Depth 70
97 files · PRODUCTION
pip BUILD_TOOL Depth 80
1 files · CONFIGURATION
npm BUILD_TOOL Depth 80
1 files · CONFIGURATION
Poetry BUILD_TOOL Depth 80
1 files · CONFIGURATION
AWS SDK CLOUD Depth —
0 files · config only
Black QUALITY Depth —
0 files · config only
ESLint QUALITY Depth 69
2 files · CONFIGURATION
FastAPI FRAMEWORK Depth 78
18 files · PRODUCTION, TEST
Next.js FRAMEWORK Depth 74
15 files · PRODUCTION, TEST
NumPy LIBRARY Depth 85
14 files · PRODUCTION, TEST
Playwright TESTING Depth 62
2 files · PRODUCTION, TEST
Prettier QUALITY Depth 81
5 files · CONFIGURATION
Pydantic LIBRARY Depth 58
1 files · PRODUCTION
React FRAMEWORK Depth 74
37 files · PRODUCTION, TEST
Redis CACHE Depth 66
2 files · PRODUCTION, TEST
Ruff QUALITY Depth —
0 files · config only
Uvicorn LIBRARY Depth —
0 files · config only
Vitest TESTING Depth 74
26 files · PRODUCTION, TEST
pytest TESTING Depth 53
26 files · TEST
PRACTICES
documentation · observedautomated_tests · observedcontinuous_integration · observedcontainerization · observedlinting · observedformatting · observed
ACTIVITY & OWNERSHIP
First commit 2026-07-08
Last commit 2026-09-11
Active months 3
Commits 100